This file presents the full results for Daily, Prospective
Association of Sleep, Physical Activity, and Sedentary Behaviour with
Affect: A Bayesian Multilevel Compositional Data Analysis.
Notes. Statistical significance of individual parameters was
set as Bayesian 95% posterior credible intervals (CIs) not including
zero.
- MVPA = Moderate-to-Vigorous Physical Activity
- LPA = Light Physical Activity
- SB = Sedentary Behaviour
Estimated difference in for 30-minute reallocation between 24h
behaviours
High arousal positive affect
|
Estimate [95% CI]
|
Minute
|
From
|
To
|
Level
|
Sig
|
|
0.00 [-0.11, 0.12]
|
30
|
Awake in Bed
|
Sleep
|
between
|
|
|
-0.19 [-0.39, 0.02]
|
30
|
MVPA
|
Sleep
|
between
|
|
|
-0.02 [-0.17, 0.13]
|
30
|
LPA
|
Sleep
|
between
|
|
|
-0.01 [-0.05, 0.03]
|
30
|
SB
|
Sleep
|
between
|
|
|
0.00 [-0.07, 0.08]
|
30
|
Sleep
|
Awake in Bed
|
between
|
|
|
-0.19 [-0.40, 0.03]
|
30
|
MVPA
|
Awake in Bed
|
between
|
|
|
-0.01 [-0.17, 0.15]
|
30
|
LPA
|
Awake in Bed
|
between
|
|
|
-0.01 [-0.08, 0.07]
|
30
|
SB
|
Awake in Bed
|
between
|
|
|
0.12 [-0.01, 0.24]
|
30
|
Sleep
|
MVPA
|
between
|
|
|
0.12 [-0.05, 0.29]
|
30
|
Awake in Bed
|
MVPA
|
between
|
|
|
0.10 [-0.15, 0.35]
|
30
|
LPA
|
MVPA
|
between
|
|
|
0.11 [-0.01, 0.23]
|
30
|
SB
|
MVPA
|
between
|
|
|
0.02 [-0.10, 0.13]
|
30
|
Sleep
|
LPA
|
between
|
|
|
0.02 [-0.14, 0.17]
|
30
|
Awake in Bed
|
LPA
|
between
|
|
|
-0.17 [-0.47, 0.12]
|
30
|
MVPA
|
LPA
|
between
|
|
|
0.01 [-0.11, 0.12]
|
30
|
SB
|
LPA
|
between
|
|
|
0.01 [-0.03, 0.05]
|
30
|
Sleep
|
SB
|
between
|
|
|
0.01 [-0.11, 0.13]
|
30
|
Awake in Bed
|
SB
|
between
|
|
|
-0.18 [-0.38, 0.02]
|
30
|
MVPA
|
SB
|
between
|
|
|
-0.01 [-0.16, 0.14]
|
30
|
LPA
|
SB
|
between
|
|
|
0.02 [-0.01, 0.05]
|
30
|
Awake in Bed
|
Sleep
|
within
|
|
|
0.01 [-0.04, 0.05]
|
30
|
MVPA
|
Sleep
|
within
|
|
|
-0.04 [-0.08, -0.01]
|
30
|
LPA
|
Sleep
|
within
|
Yes
|
|
0.01 [ 0.00, 0.02]
|
30
|
SB
|
Sleep
|
within
|
|
|
-0.02 [-0.04, 0.01]
|
30
|
Sleep
|
Awake in Bed
|
within
|
|
|
-0.01 [-0.06, 0.04]
|
30
|
MVPA
|
Awake in Bed
|
within
|
|
|
-0.06 [-0.10, -0.02]
|
30
|
LPA
|
Awake in Bed
|
within
|
Yes
|
|
-0.01 [-0.03, 0.01]
|
30
|
SB
|
Awake in Bed
|
within
|
|
|
-0.01 [-0.03, 0.02]
|
30
|
Sleep
|
MVPA
|
within
|
|
|
0.02 [-0.02, 0.06]
|
30
|
Awake in Bed
|
MVPA
|
within
|
|
|
-0.05 [-0.10, 0.01]
|
30
|
LPA
|
MVPA
|
within
|
|
|
0.00 [-0.03, 0.03]
|
30
|
SB
|
MVPA
|
within
|
|
|
0.03 [ 0.00, 0.06]
|
30
|
Sleep
|
LPA
|
within
|
|
|
0.05 [ 0.02, 0.09]
|
30
|
Awake in Bed
|
LPA
|
within
|
Yes
|
|
0.04 [-0.03, 0.10]
|
30
|
MVPA
|
LPA
|
within
|
|
|
0.04 [ 0.01, 0.06]
|
30
|
SB
|
LPA
|
within
|
Yes
|
|
-0.01 [-0.02, 0.00]
|
30
|
Sleep
|
SB
|
within
|
|
|
0.02 [-0.01, 0.05]
|
30
|
Awake in Bed
|
SB
|
within
|
|
|
0.00 [-0.04, 0.05]
|
30
|
MVPA
|
SB
|
within
|
|
|
-0.05 [-0.08, -0.01]
|
30
|
LPA
|
SB
|
within
|
Yes
|
Low arousal positive affect
|
Estimate [95% CI]
|
Minute
|
From
|
To
|
Level
|
Sig
|
|
-0.01 [-0.12, 0.11]
|
30
|
Awake in Bed
|
Sleep
|
between
|
|
|
-0.14 [-0.34, 0.05]
|
30
|
MVPA
|
Sleep
|
between
|
|
|
0.05 [-0.10, 0.20]
|
30
|
LPA
|
Sleep
|
between
|
|
|
0.00 [-0.04, 0.04]
|
30
|
SB
|
Sleep
|
between
|
|
|
0.00 [-0.07, 0.08]
|
30
|
Sleep
|
Awake in Bed
|
between
|
|
|
-0.14 [-0.35, 0.07]
|
30
|
MVPA
|
Awake in Bed
|
between
|
|
|
0.06 [-0.10, 0.21]
|
30
|
LPA
|
Awake in Bed
|
between
|
|
|
0.00 [-0.07, 0.08]
|
30
|
SB
|
Awake in Bed
|
between
|
|
|
0.09 [-0.03, 0.20]
|
30
|
Sleep
|
MVPA
|
between
|
|
|
0.08 [-0.08, 0.24]
|
30
|
Awake in Bed
|
MVPA
|
between
|
|
|
0.14 [-0.10, 0.38]
|
30
|
LPA
|
MVPA
|
between
|
|
|
0.09 [-0.03, 0.20]
|
30
|
SB
|
MVPA
|
between
|
|
|
-0.04 [-0.15, 0.07]
|
30
|
Sleep
|
LPA
|
between
|
|
|
-0.04 [-0.19, 0.10]
|
30
|
Awake in Bed
|
LPA
|
between
|
|
|
-0.18 [-0.46, 0.10]
|
30
|
MVPA
|
LPA
|
between
|
|
|
-0.04 [-0.15, 0.07]
|
30
|
SB
|
LPA
|
between
|
|
|
0.00 [-0.04, 0.04]
|
30
|
Sleep
|
SB
|
between
|
|
|
-0.01 [-0.12, 0.10]
|
30
|
Awake in Bed
|
SB
|
between
|
|
|
-0.14 [-0.33, 0.05]
|
30
|
MVPA
|
SB
|
between
|
|
|
0.05 [-0.09, 0.20]
|
30
|
LPA
|
SB
|
between
|
|
|
-0.01 [-0.04, 0.03]
|
30
|
Awake in Bed
|
Sleep
|
within
|
|
|
-0.01 [-0.05, 0.04]
|
30
|
MVPA
|
Sleep
|
within
|
|
|
-0.02 [-0.05, 0.02]
|
30
|
LPA
|
Sleep
|
within
|
|
|
0.01 [ 0.00, 0.02]
|
30
|
SB
|
Sleep
|
within
|
|
|
0.00 [-0.02, 0.02]
|
30
|
Sleep
|
Awake in Bed
|
within
|
|
|
0.00 [-0.05, 0.05]
|
30
|
MVPA
|
Awake in Bed
|
within
|
|
|
-0.01 [-0.05, 0.02]
|
30
|
LPA
|
Awake in Bed
|
within
|
|
|
0.01 [-0.01, 0.03]
|
30
|
SB
|
Awake in Bed
|
within
|
|
|
0.00 [-0.03, 0.03]
|
30
|
Sleep
|
MVPA
|
within
|
|
|
0.00 [-0.04, 0.04]
|
30
|
Awake in Bed
|
MVPA
|
within
|
|
|
-0.01 [-0.07, 0.04]
|
30
|
LPA
|
MVPA
|
within
|
|
|
0.01 [-0.02, 0.04]
|
30
|
SB
|
MVPA
|
within
|
|
|
0.01 [-0.02, 0.04]
|
30
|
Sleep
|
LPA
|
within
|
|
|
0.01 [-0.03, 0.05]
|
30
|
Awake in Bed
|
LPA
|
within
|
|
|
0.01 [-0.06, 0.07]
|
30
|
MVPA
|
LPA
|
within
|
|
|
0.02 [-0.01, 0.05]
|
30
|
SB
|
LPA
|
within
|
|
|
-0.01 [-0.02, 0.00]
|
30
|
Sleep
|
SB
|
within
|
|
|
-0.01 [-0.04, 0.02]
|
30
|
Awake in Bed
|
SB
|
within
|
|
|
-0.01 [-0.06, 0.03]
|
30
|
MVPA
|
SB
|
within
|
|
|
-0.02 [-0.06, 0.01]
|
30
|
LPA
|
SB
|
within
|
|
High arousal negative affect
|
Estimate [95% CI]
|
Minute
|
From
|
To
|
Level
|
Sig
|
|
-0.02 [-0.09, 0.06]
|
30
|
Awake in Bed
|
Sleep
|
between
|
|
|
0.10 [-0.04, 0.23]
|
30
|
MVPA
|
Sleep
|
between
|
|
|
0.01 [-0.09, 0.11]
|
30
|
LPA
|
Sleep
|
between
|
|
|
0.00 [-0.02, 0.03]
|
30
|
SB
|
Sleep
|
between
|
|
|
0.01 [-0.04, 0.06]
|
30
|
Sleep
|
Awake in Bed
|
between
|
|
|
0.11 [-0.04, 0.25]
|
30
|
MVPA
|
Awake in Bed
|
between
|
|
|
0.02 [-0.09, 0.13]
|
30
|
LPA
|
Awake in Bed
|
between
|
|
|
0.01 [-0.04, 0.06]
|
30
|
SB
|
Awake in Bed
|
between
|
|
|
-0.06 [-0.14, 0.02]
|
30
|
Sleep
|
MVPA
|
between
|
|
|
-0.08 [-0.19, 0.04]
|
30
|
Awake in Bed
|
MVPA
|
between
|
|
|
-0.05 [-0.22, 0.12]
|
30
|
LPA
|
MVPA
|
between
|
|
|
-0.06 [-0.14, 0.02]
|
30
|
SB
|
MVPA
|
between
|
|
|
-0.01 [-0.09, 0.07]
|
30
|
Sleep
|
LPA
|
between
|
|
|
-0.03 [-0.13, 0.07]
|
30
|
Awake in Bed
|
LPA
|
between
|
|
|
0.09 [-0.11, 0.28]
|
30
|
MVPA
|
LPA
|
between
|
|
|
-0.01 [-0.08, 0.07]
|
30
|
SB
|
LPA
|
between
|
|
|
0.00 [-0.03, 0.02]
|
30
|
Sleep
|
SB
|
between
|
|
|
-0.02 [-0.09, 0.06]
|
30
|
Awake in Bed
|
SB
|
between
|
|
|
0.10 [-0.04, 0.23]
|
30
|
MVPA
|
SB
|
between
|
|
|
0.01 [-0.09, 0.11]
|
30
|
LPA
|
SB
|
between
|
|
|
0.01 [-0.01, 0.04]
|
30
|
Awake in Bed
|
Sleep
|
within
|
|
|
0.02 [-0.02, 0.06]
|
30
|
MVPA
|
Sleep
|
within
|
|
|
0.01 [-0.02, 0.04]
|
30
|
LPA
|
Sleep
|
within
|
|
|
-0.01 [-0.02, 0.00]
|
30
|
SB
|
Sleep
|
within
|
|
|
-0.01 [-0.03, 0.01]
|
30
|
Sleep
|
Awake in Bed
|
within
|
|
|
0.01 [-0.03, 0.06]
|
30
|
MVPA
|
Awake in Bed
|
within
|
|
|
0.00 [-0.03, 0.03]
|
30
|
LPA
|
Awake in Bed
|
within
|
|
|
-0.01 [-0.03, 0.00]
|
30
|
SB
|
Awake in Bed
|
within
|
|
|
-0.01 [-0.04, 0.01]
|
30
|
Sleep
|
MVPA
|
within
|
|
|
0.00 [-0.03, 0.04]
|
30
|
Awake in Bed
|
MVPA
|
within
|
|
|
0.00 [-0.05, 0.05]
|
30
|
LPA
|
MVPA
|
within
|
|
|
-0.02 [-0.04, 0.01]
|
30
|
SB
|
MVPA
|
within
|
|
|
0.00 [-0.03, 0.02]
|
30
|
Sleep
|
LPA
|
within
|
|
|
0.01 [-0.02, 0.04]
|
30
|
Awake in Bed
|
LPA
|
within
|
|
|
0.02 [-0.04, 0.08]
|
30
|
MVPA
|
LPA
|
within
|
|
|
-0.01 [-0.04, 0.01]
|
30
|
SB
|
LPA
|
within
|
|
|
0.01 [ 0.00, 0.02]
|
30
|
Sleep
|
SB
|
within
|
|
|
0.02 [ 0.00, 0.04]
|
30
|
Awake in Bed
|
SB
|
within
|
|
|
0.03 [-0.01, 0.07]
|
30
|
MVPA
|
SB
|
within
|
|
|
0.01 [-0.02, 0.04]
|
30
|
LPA
|
SB
|
within
|
|
Low arousal negative affect
|
Estimate [95% CI]
|
Minute
|
From
|
To
|
Level
|
Sig
|
|
-0.03 [-0.10, 0.04]
|
30
|
Awake in Bed
|
Sleep
|
between
|
|
|
-0.01 [-0.12, 0.11]
|
30
|
MVPA
|
Sleep
|
between
|
|
|
0.04 [-0.04, 0.13]
|
30
|
LPA
|
Sleep
|
between
|
|
|
0.00 [-0.02, 0.03]
|
30
|
SB
|
Sleep
|
between
|
|
|
0.02 [-0.03, 0.06]
|
30
|
Sleep
|
Awake in Bed
|
between
|
|
|
0.01 [-0.11, 0.13]
|
30
|
MVPA
|
Awake in Bed
|
between
|
|
|
0.06 [-0.03, 0.15]
|
30
|
LPA
|
Awake in Bed
|
between
|
|
|
0.02 [-0.02, 0.06]
|
30
|
SB
|
Awake in Bed
|
between
|
|
|
0.00 [-0.07, 0.07]
|
30
|
Sleep
|
MVPA
|
between
|
|
|
-0.03 [-0.12, 0.07]
|
30
|
Awake in Bed
|
MVPA
|
between
|
|
|
0.05 [-0.10, 0.19]
|
30
|
LPA
|
MVPA
|
between
|
|
|
0.01 [-0.06, 0.08]
|
30
|
SB
|
MVPA
|
between
|
|
|
-0.03 [-0.10, 0.03]
|
30
|
Sleep
|
LPA
|
between
|
|
|
-0.06 [-0.15, 0.02]
|
30
|
Awake in Bed
|
LPA
|
between
|
|
|
-0.04 [-0.21, 0.13]
|
30
|
MVPA
|
LPA
|
between
|
|
|
-0.03 [-0.10, 0.03]
|
30
|
SB
|
LPA
|
between
|
|
|
0.00 [-0.03, 0.02]
|
30
|
Sleep
|
SB
|
between
|
|
|
-0.03 [-0.10, 0.03]
|
30
|
Awake in Bed
|
SB
|
between
|
|
|
-0.01 [-0.13, 0.10]
|
30
|
MVPA
|
SB
|
between
|
|
|
0.04 [-0.05, 0.13]
|
30
|
LPA
|
SB
|
between
|
|
|
0.00 [-0.02, 0.02]
|
30
|
Awake in Bed
|
Sleep
|
within
|
|
|
0.03 [ 0.00, 0.06]
|
30
|
MVPA
|
Sleep
|
within
|
|
|
0.00 [-0.03, 0.02]
|
30
|
LPA
|
Sleep
|
within
|
|
|
0.00 [-0.01, 0.00]
|
30
|
SB
|
Sleep
|
within
|
|
|
0.00 [-0.01, 0.02]
|
30
|
Sleep
|
Awake in Bed
|
within
|
|
|
0.03 [ 0.00, 0.06]
|
30
|
MVPA
|
Awake in Bed
|
within
|
|
|
0.00 [-0.03, 0.02]
|
30
|
LPA
|
Awake in Bed
|
within
|
|
|
0.00 [-0.01, 0.01]
|
30
|
SB
|
Awake in Bed
|
within
|
|
|
-0.02 [-0.04, 0.00]
|
30
|
Sleep
|
MVPA
|
within
|
|
|
-0.02 [-0.04, 0.01]
|
30
|
Awake in Bed
|
MVPA
|
within
|
|
|
-0.02 [-0.06, 0.02]
|
30
|
LPA
|
MVPA
|
within
|
|
|
-0.02 [-0.04, 0.00]
|
30
|
SB
|
MVPA
|
within
|
|
|
0.00 [-0.01, 0.02]
|
30
|
Sleep
|
LPA
|
within
|
|
|
0.00 [-0.02, 0.03]
|
30
|
Awake in Bed
|
LPA
|
within
|
|
|
0.03 [-0.01, 0.08]
|
30
|
MVPA
|
LPA
|
within
|
|
|
0.00 [-0.02, 0.02]
|
30
|
SB
|
LPA
|
within
|
|
|
0.00 [ 0.00, 0.01]
|
30
|
Sleep
|
SB
|
within
|
|
|
0.00 [-0.02, 0.02]
|
30
|
Awake in Bed
|
SB
|
within
|
|
|
0.03 [ 0.00, 0.06]
|
30
|
MVPA
|
SB
|
within
|
|
|
0.00 [-0.03, 0.02]
|
30
|
LPA
|
SB
|
within
|
|